I’m a Machine Learning Software Engineer with over 6 years of industry experience, including roles at Google, Oracle, and Publicis Sapient. My core strengths lie in designing scalable backend systems, integrating LLMs into production workflows, and building impactful user-facing features. I’ve worked across Python, Java, and C++, and bring deep hands-on experience with both classical and deep learning systems. I help early-career developers, engineers transitioning into ML, and teams looking to integrate AI into their products—from architectural guidance to implementation tips.